中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
自动化研究所 [17]
计算技术研究所 [6]
数学与系统科学研究院 [3]
上海药物研究所 [1]
重庆绿色智能技术研究... [1]
采集方式
OAI收割 [28]
内容类型
期刊论文 [28]
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2024 [2]
2023 [7]
2022 [10]
2021 [8]
2020 [1]
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浏览/检索结果:
共28条,第1-10条
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内容类型:期刊论文
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Corporate Credit Ratings Based on Hierarchical Heterogeneous Graph Neural Networks
期刊论文
OAI收割
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 257-271
作者:
Bo-Jing Feng, Xi Cheng, Hao-Nan Xu, Wen-Fang Xue
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/04/03
Corporate credit rating, hierarchical relation, heterogeneous graph neural networks, adversarial learning
GraphFlow+: Exploiting Conversation Flow in Conversational Machine Comprehension with Graph Neural Networks
期刊论文
OAI收割
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 272-282
作者:
Jing Hu
  |  
收藏
  |  
浏览/下载:8/0
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提交时间:2024/04/03
Conversational machine comprehension (MC), reading comprehension, question answering, graph neural networks (GNNs), natural language processing (NLP)
Adversarial camouflage for node injection attack on graphs
期刊论文
OAI收割
INFORMATION SCIENCES, 2023, 卷号: 649, 页码: 14
作者:
Tao, Shuchang
;
Cao, Qi
;
Shen, Huawei
;
Wu, Yunfan
;
Hou, Liang
  |  
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/12/04
Adversarial camouflage
Node injection attack
Adversarial attack
Graph neural networks
Characterizing and Understanding Defense Methods for GNNs on GPUs
期刊论文
OAI收割
IEEE COMPUTER ARCHITECTURE LETTERS, 2023, 卷号: 22, 期号: 2, 页码: 137-140
作者:
Wu, Meng
;
Yan, Mingyu
;
Yang, Xiaocheng
;
Li, Wenming
;
Zhang, Zhimin
  |  
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/12/04
Kernel
Purification
Estimation
Graphics processing units
Perturbation methods
Electric breakdown
Training
Graph neural networks
defense
execution semantic
execution pattern
overhead
Adversarial Heterogeneous Graph Neural Network for Robust Recommendation
期刊论文
OAI收割
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023, 页码: 12
作者:
Sang, Lei
;
Xu, Min
;
Qian, Shengsheng
;
Wu, Xindong
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/11/17
Perturbation methods
Motion pictures
Training
Graph neural networks
Robustness
Semantics
Predictive models
Adversarial training (AT)
graph neural network (GNN)
heterogeneous graph
recommendation
Machine Learning Methods in Solving the Boolean Satisfiability Problem
期刊论文
OAI收割
Machine Intelligence Research, 2023, 卷号: 20, 期号: 5, 页码: 640-655
作者:
Wenxuan Guo
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收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/09/25
Machine learning (ML), Boolean satisfiability (SAT), deep learning, graph neural networks (GNNs), combinatorial optimization
Exploratory Adversarial Attacks on Graph Neural Networks for Semi-Supervised Node Classification
期刊论文
OAI收割
PATTERN RECOGNITION, 2023, 卷号: 133, 页码: 12
作者:
Lin, Xixun
;
Zhou, Chuan
;
Wu, Jia
;
Yang, Hong
;
Wang, Haibo
  |  
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2023/02/07
Gradient -based attacks
Maximal gradient
Graph neural networks
Semi-supervised node classification
Integrating Relational Knowledge With Text Sequences for Script Event Prediction
期刊论文
OAI收割
IEEE Transactions on Neural Networks and Learning Systems, 2023, 页码: early access
作者:
Zikang Wang
;
Linjing Li
;
Daniel Zeng
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收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/03/20
TREPH: A Plug-In Topological Layer for Graph Neural Networks
期刊论文
OAI收割
Entropy, 2023, 卷号: 25, 期号: 2, 页码: 331
作者:
Ye, Xue
;
Sun, Fang
;
Xiang, Shiming
  |  
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/06/19
graph neural network
graph representation learning
topological data analysis
extended persistent homology
Joint hyperbolic and Euclidean geometry contrastive graph neural networks
期刊论文
OAI收割
INFORMATION SCIENCES, 2022, 卷号: 609, 页码: 799-815
作者:
Xu, Xiaoyu
;
Pang, Guansong
;
Wu, Di
;
Shang, Mingsheng
  |  
收藏
  |  
浏览/下载:23/0
  |  
提交时间:2022/10/14
Graph neural networks
Hyperbolic embedding
Contrastive learning
Graph representation learning